Connor Holmes

1. DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales
   2023/08/02 by Zhewei Yao, Reza Yazdani Aminabadi, Yao, Zhewei +35 · 20 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
   2024/01/09 by Connor Holmes, Masahiro Tanaka, Holmes, Connor +19 · 23 citations
   Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
3. RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
   2023/09/02 by Fengxiang Bie, Bie, Fengxiang, Yibo Yang +23 · 20 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
4. ZeRO++: Extremely Efficient Collective Communication for Giant Model Training
   2023/06/16 by Guanhua Wang, Wang, Guanhua, Heyang Qin +15 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #Performance (cs.PF) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM
   2021/10/28 by Connor Holmes, Minjia Zhang, Holmes, Connor +5 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Non-Destructive Testing Techniques
6. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Bonnie Kruft, Song, Shuaiwen Leon +181 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
7. Certifiably Optimal Rotation and Pose Estimation Based on the Cayley Map
   2023/08/23 by Timothy D. Barfoot, Connor Holmes, Barfoot, Timothy D +3 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Target Tracking and Data Fusion in Sensor Networks
8. An Efficient Global Optimality Certificate for Landmark-Based SLAM
   2022/06/26 by Connor Holmes, Timothy D. Barfoot, Holmes, Connor +1 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Optimization and Search Problems #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
9. GraphZero: Breaking Symmetry for Efficient Graph Mining
   2019/11/28 by Daniel Mawhirter, Sam Reinehr, Mawhirter, Daniel +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Performance (cs.PF)
10. SDPRLayers: Certifiable Backpropagation Through Polynomial Optimization Problems in Robotics
    2024/05/29 by Connor Holmes, Frederike Dümbgen, Holmes, Connor +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Formal Methods in Verification #Optimization and Search Problems #Robotic Path Planning Algorithms #Robotics (cs.RO)